HONEYBEE MATING OPTIMIZATION ALGORITHM FOR TASK ASSIGNMENT IN HETEROGENEOUS COMPUTING SYSTEMS
文献类型：期刊论文
| 作者 | Kang, Qinma ; He, Hong |
| 刊名 | INTELLIGENT AUTOMATION AND SOFT COMPUTING
 |
| 出版日期 | 2013 |
| 卷号 | 19期号:1页码:69-84 |
| 关键词 | Meta-heuristics Task assignment Heterogeneous distributed computing Task interaction graph Honeybee mating optimization |
| ISSN号 | 1079-8587 |
| 中文摘要 | Effective task assignment is essential for achieving high performance in heterogeneous distributed computing systems. This paper proposes a new technique based on the honeybee mating optimization (HBMO) algorithm for solving the problem with the objective of minimizing the total execution and communication costs. We discuss the adaptation and implementation of the HBMO search strategy to the task assignment problem. Through simulations over a wide range of parameters, we demonstrate the performance of our method by comparing it with three existing task assignment techniques from the literature. |
| 英文摘要 | Effective task assignment is essential for achieving high performance in heterogeneous distributed computing systems. This paper proposes a new technique based on the honeybee mating optimization (HBMO) algorithm for solving the problem with the objective of minimizing the total execution and communication costs. We discuss the adaptation and implementation of the HBMO search strategy to the task assignment problem. Through simulations over a wide range of parameters, we demonstrate the performance of our method by comparing it with three existing task assignment techniques from the literature. |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000316644600006 |
| 公开日期 | 2014-12-16 |
| 源URL | [http://ir.iscas.ac.cn/handle/311060/16946]  |
| 专题 | 软件研究所_软件所图书馆_期刊论文 |
| 推荐引用方式 GB/T 7714 | Kang, Qinma,He, Hong. HONEYBEE MATING OPTIMIZATION ALGORITHM FOR TASK ASSIGNMENT IN HETEROGENEOUS COMPUTING SYSTEMS[J]. INTELLIGENT AUTOMATION AND SOFT COMPUTING,2013,19(1):69-84. |
| APA | Kang, Qinma,&He, Hong.(2013).HONEYBEE MATING OPTIMIZATION ALGORITHM FOR TASK ASSIGNMENT IN HETEROGENEOUS COMPUTING SYSTEMS.INTELLIGENT AUTOMATION AND SOFT COMPUTING,19(1),69-84. |
| MLA | Kang, Qinma,et al."HONEYBEE MATING OPTIMIZATION ALGORITHM FOR TASK ASSIGNMENT IN HETEROGENEOUS COMPUTING SYSTEMS".INTELLIGENT AUTOMATION AND SOFT COMPUTING 19.1(2013):69-84. |
入库方式： OAI收割
来源：软件研究所
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